Pith Number

pith:S6LP45U2

pith:2024:S6LP45U2JTRT2IBDXGVMV43S7C

not attested not anchored not stored refs pending

Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback

Batu Guan, Fangxin Lu, Hai Jin, Hongyu Zhang, Xuanhua Shi, Yao Wan, Yulei Sui, Zhangqian Bi, Zheng Wang, Zili Zhang

arxiv:2403.16792 v3 · 2024-03-25 · cs.CL · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S6LP45U2JTRT2IBDXGVMV43S7C}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Contextualized Code Pretraining for Code Generation

In Line with Context: Repository-Level Code Generation via Context Inlining

A Survey on Large Language Models for Code Generation

Receipt and verification

First computed	2026-07-05T08:30:11.332992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9796fe769a4ce33d2023b9aacaf372f897069743a9024c8f0f44a90b65673067

Aliases

arxiv: 2403.16792 · arxiv_version: 2403.16792v3 · doi: 10.48550/arxiv.2403.16792 · pith_short_12: S6LP45U2JTRT · pith_short_16: S6LP45U2JTRT2IBD · pith_short_8: S6LP45U2

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/S6LP45U2JTRT2IBDXGVMV43S7C \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 9796fe769a4ce33d2023b9aacaf372f897069743a9024c8f0f44a90b65673067

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a9f76eecaaab3b81c8467c13011946b1a4682bb88918023f5f79405098900e4",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-25T14:07:27Z",
    "title_canon_sha256": "a0c8b25bcd9ca06813bf6178d90cdb854061813ba57d713bf26d604ec3380c54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16792",
    "kind": "arxiv",
    "version": 3
  }
}